Broadband acoustic absorbing metamaterial via deep learning approach

Machine-learning optimized method for regional control of sound fields

(2021) Tianyu Zhao et al.   Extreme Mechanics Letters

High absorption asymmetry enabled by a deep-subwavelength ventilated sound absorber

(2021) Houyou Long et al.   APPLIED PHYSICS LETTERS

Broadband impedance modulation via non-local acoustic metamaterials

(2021) Zhiling Zhou et al.   National Science Review

Acoustic spatial patterns recognition based on convolutional neural network and acoustic visualization

(2020) Haijun Wu et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Far-Field Subwavelength Acoustic Imaging by Deep Learning

(2020) Bakhtiyar Orazbayev et al.   Physical Review X

Extreme Sound Confinement From Quasibound States in the Continuum

(2020) Sibo Huang et al.   Physical Review Applied

Folded metaporous material for sub-wavelength and broadband perfect sound absorption

(2020) Jean Boulvert et al.   APPLIED PHYSICS LETTERS

Meta-neural-network for real-time and passive deep-learning-based object recognition

(2020) Jingkai Weng et al.   Nature Communications

Broadband near-perfect absorption of low-frequency sound by subwavelength metasurface

(2019) Houyou Long et al.   APPLIED PHYSICS LETTERS

Compact broadband acoustic sink with coherently coupled weak resonances

(2019) Sibo Huang et al.   Science Bulletin

Ultrathin metasurface with high absorptance for waterborne sound

(2018) Jun Mei et al.   JOURNAL OF APPLIED PHYSICS

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

An Integration Strategy for Acoustic Metamaterials to Achieve Absorption by Design

(2018) Min Yang et al.   Applied Sciences-Basel

Broadband coherent perfect absorption of acoustic waves with bubble metascreens

(2018) Maxime Lanoy et al.   APPLIED PHYSICS LETTERS

Adjoint Method and Inverse Design for Nonlinear Nanophotonic Devices

(2018) Tyler W. Hughes et al.   ACS Photonics

Acoustic metasurfaces

(2018) Badreddine Assouar et al.   Nature Reviews Materials

Optimal sound-absorbing structures

(2017) Min Yang et al.   Materials Horizons

Rainbow-trapping absorbers: Broadband, perfect and asymmetric sound absorption by subwavelength panels for transmission problems

(2017) Noé Jiménez et al.   Scientific Reports

Acoustic metasurface-based perfect absorber with deep subwavelength thickness

(2016) Yong Li et al.   APPLIED PHYSICS LETTERS

Use of complex frequency plane to design broadband and sub-wavelength absorbers

(2016) V. Romero-García et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Controlling sound with acoustic metamaterials

(2016) Steven A. Cummer et al.   Nature Reviews Materials

Perfect and broadband acoustic absorption by critically coupled sub-wavelength resonators

(2016) V. Romero-García et al.   Scientific Reports

Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer

(2015) Alexander Y. Piggott et al.   Nature Photonics

Superabsorption of acoustic waves with bubble metascreens

(2015) Valentin Leroy et al.   PHYSICAL REVIEW B

Ultrathin low-frequency sound absorbing panels based on coplanar spiral tubes or coplanar Helmholtz resonators

(2014) Xiaobing Cai et al.   APPLIED PHYSICS LETTERS

Acoustic metasurface with hybrid resonances

(2014) Guancong Ma et al.   NATURE MATERIALS

Sound Isolation and Giant Linear Nonreciprocity in a Compact Acoustic Circulator

(2014) R. Fleury et al.   SCIENCE

Enhancing rigid frame porous layer absorption with three-dimensional periodic irregularities

(2013) J.-P. Groby et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Extreme Acoustic Metamaterial by Coiling Up Space

(2012) Zixian Liang et al.   PHYSICAL REVIEW LETTERS

Dark acoustic metamaterials as super absorbers for low-frequency sound

(2012) Jun Mei et al.   Nature Communications

An acoustic rectifier

(2010) B. Liang et al.   NATURE MATERIALS

A holey-structured metamaterial for acoustic deep-subwavelength imaging

(2010) J. Zhu et al.   Nature Physics

Low modal volume dipole-like dielectric slab resonator

(2008) Alexander Gondarenko et al.   OPTICS EXPRESS

Colloquium: Unusual resonators: Plasmonics, metamaterials, and random media

(2008) Konstantin Y. Bliokh et al.   REVIEWS OF MODERN PHYSICS